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Cost Optimizer

Reduce the unit cost of pipelines without breaking them.

At a glance

What Reduce the unit cost of pipelines without breaking them.
Where Cost Engineering

Purpose

Reduce the unit cost of pipelines without breaking them.

Security scan

Last sweep 2026-10-24: 0 finding(s), 0 marked as examples.

Registry stats

Verification community · Sep 16, 2026
Completeness 80
Trust multiplier ×0
Composite 24.5 · unproven
Freshness 38 days since last source check
Difficulty advanced
Version 0.1.4
License Apache-2.0
Security flags 5

Workflow

  • Attribute spend to pipelines and tables.
  • Rank by cost and by wasteful ratio (scan vs needed).
  • Propose changes ordered by savings / risk.
  • Define the unit metric to watch afterwards.

Inputs

  • Billing/usage export
  • Pipeline and query logs

Outputs

  • Cost attribution
  • Ranked opportunities
  • Per-change expected saving
  • Guard metric

Guardrails

  • Never applies a change
  • Flags any recommendation that could change results

Example

Finds a nightly job re-reading 12 months of history because of a broken partition filter — 71% of the bill.

Evaluation

Savings estimates validated against historical billing after applying the change.

Tools

  • read_file
  • mcp-duckdb

Skills

MCP Servers